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README.md

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 # Qwen2.5-Coder-0.5B-Instruct-diffusion-bd3lm-v0.1
 
-Qwen2.5-Coder-0.5B-Instruct-diffusion-bd3lm-v0.1 is a diffusion-based language model created by transforming the autoregressive backbone [Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct) into a diffusion architecture and fine-tuning it using block diffusion techniques within the [dLLM](https://github.com/ZHZisZZ/dllm) framework.
+Qwen2.5-Coder-0.5B-Instruct-diffusion-bd3lm-v0.1 is a diffusion-based language model adapted from  [Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct) using [BD3LM](https://arxiv.org/pdf/2503.09573) (block diffusion), trained with the [dLLM](https://github.com/ZHZisZZ/dllm) framework.
 
 ## Model Overview